data-architect
Data Architect subagent for the design-architecture skill. Analyzes data models, intermediate file formats, schema design, edge metadata sidecar,…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
596 agents across 643 plugins.
Data Architect subagent for the design-architecture skill. Analyzes data models, intermediate file formats, schema design, edge metadata sidecar,…
Software Architect subagent for the design-architecture skill. Analyzes code structure, module design, abstractions, interfaces, coupling, cohesion,…
Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.
Runs hybrid retrieval with strict FTS-first policy, BM25 lexical ranking, vector merge, and top 3-5 reranking for token-efficient context selection.
Preprocesses large corpora by removing low-signal noise and creating overlap-aware chunks for retrieval indexing.
Compresses the project memory hot layer when it grows too large. Reads MEMORY.md and schema.yaml, archives older entries into archive.md, and rewrites…
Researches a single decision area and produces a structured comparison table. Spawned by discuss-phase for gray-area decisions.
Analyzes Claude Code session logs for PBR workflow compliance, hook firing, state file hygiene, and user experience quality. Covers ~88 dimensions across 9…
Explores existing codebases and writes structured analysis documents. Four focus areas: tech, arch, quality, concerns.
Use proactively in the background after creating or modifying multiple vault notes, or when asked about vault link health. Lowest priority of the PKM agents —…
Use proactively in the background after completing significant work blocks, after git commits (triggered automatically by PreToolUse hook), or before session…
Use proactively when researching what the vault knows about a topic, before creating new notes, or when exploring existing knowledge and connections. Run in…
Use this agent for background memory consolidation. Typical triggers include asyncRewake pipeline signaling that N turns have accumulated since last…
Deep implementation work delegated by the lead — writing kit code, writing tests (five-exit-doors discipline), debugging failures, and the implementer…
Mechanical, low-judgment work delegated by the lead — boilerplate, scaffolding, multi-file sweeps and renames, doc formatting, test fixtures, applying an…
The independent review pass on a diff or PR — ONE holistic pass over the full change (code + tests + docs together), findings ranked Blocking/Important/Minor.…
Work through a project's whole backlog: prioritize every task, execute each via a sub-agent, commit after each. Use when the user wants the entire backlog…
Load this when the user passed one or more `https://github.com/...` URLs, or named several local subfolders to merge into one graph.
Load this when the user asked to install the post-commit hook or wire graphify into a project's AGENTS.md.
Load this when the user asks a question against an existing graph, or runs `/graphify path` or `/graphify explain`. The core's query stub points here for the…
Analyzes Figma structural nodes (pages, screens, components, instances, tokens) from a deterministic manifest and adds semantic enrichment — concise summaries,…
Analyzes codebases to extract business domain knowledge — domains, business flows, and process steps. Produces a domain-graph.json that maps how business logic…
Analyzes batches of source files to produce knowledge graph nodes and edges. Extracts file structure, functions, classes, and relationships using a two-phase…
Analyzes Figma structural nodes (pages, screens, components, instances, tokens) from a deterministic manifest and adds semantic enrichment — concise summaries,…
Analyzes codebases to extract business domain knowledge — domains, business flows, and process steps. Produces a domain-graph.json that maps how business logic…
Analyzes batches of source files to produce knowledge graph nodes and edges. Extracts file structure, functions, classes, and relationships using a two-phase…
AgentDB and RuVector specialist for memory operations, HNSW indexing, RaBitQ quantization, and semantic search across the controller bridge
Multi-agent payment authorization specialist for autonomous AI commerce with cryptographic verification and Byzantine consensus
AI Defense Guardian agent that monitors all agent inputs/outputs for manipulation attempts using AIMDS
AgentDB and RuVector specialist for memory operations, HNSW indexing, RaBitQ quantization, and semantic search across the controller bridge
Multi-agent payment authorization specialist for autonomous AI commerce with cryptographic verification and Byzantine consensus
AI Defense Guardian agent that monitors all agent inputs/outputs for manipulation attempts using AIMDS
Code implementation expert. Understands specs and requirements, then implements features. No git commit allowed.
Code and tech search expert. Finds files, patterns, and tech solutions, and PERSISTS every finding to the current task's research/ directory. No code…
Read-only code exploration sub-agent. Locates MemOS code, traces call chains, and gathers evidence — returns a compressed conclusion, never proposes or applies…
MemOS integration-testing sub-agent. Authors and executes pytest cases under tests/ based on the task's requirements and design, and emits real test reports.
Use this agent to review design work against the original plan, design brief, and design principles. Evaluates whether the design achieves its stated intent…
Use this agent for visual design execution — layouts, colour systems, typography, component design, responsive behaviour, interaction patterns, and design…
Use this agent for competitive UX analysis, design benchmarking, user insight synthesis, design pattern research, accessibility audits of competitors, trend…
Deprecated placeholder. Do not use; follow root AGENTS.md and package instructions instead.
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